Title :
Optimizing Cosine Window Functions by Differential Evolution
Author :
Jia, Dongli ; Zheng, Guoxin
Author_Institution :
Sch. of Inf. & Electron. Eng., Hebei Univ. of Eng., Handan, China
Abstract :
This paper proposed an evolutionary method to optimizing the cosine window family by using Differential Evolution (DE). First, the classic cosine windows such as Hamming window and Blackman window are optimized. Results show better performance in terms of side-lobe level and roll-off ratio for the same main-lobe width. Then, a series of optimized six order cosine windows are provided and their performances are analyzed. The comparison proves that the proposed method is an effective approach for the design of window functions.
Keywords :
differential algebraic equations; optimisation; Blackman window; Function optimization; Hamming window; cosine window functions; differential evolution; roll-off ratio; side-lobe level; Chebyshev approximation; Design optimization; Finite impulse response filter; Laboratories; Optical fiber networks; Optical fibers; Optical filters; Optical signal processing; Optimization methods; Shape; Differential Evolution; Optimization; Window functions;
Conference_Titel :
Information Science and Engineering (ISISE), 2009 Second International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6325-1
Electronic_ISBN :
978-1-4244-6326-8
DOI :
10.1109/ISISE.2009.121